"""
DESDEO Utilities
"""
__all__ = ["as_minimized", "reachable_points", "isin", "new_points", "random_weights"]
import numpy as np
from .misc import as_minimized, new_points, random_weights
[docs]def reachable_points(points, lower, upper):
points = np.array(points)
# There is faster way to do this
points = points[np.all(points < np.array(upper), axis=1)]
points = points[np.all(points > np.array(lower), axis=1)]
return points
[docs]def isin(value, values):
""" Check that value is in values """
for i, v in enumerate(value):
if v not in np.array(values)[:, i]:
return False
return True